eprintid: 8167
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/81/67
datestamp: 2023-11-09 16:20:01
lastmod: 2023-11-09 16:20:01
status_changed: 2023-11-09 16:11:57
type: article
metadata_visibility: show
creators_name: Danlami, N.
creators_name: Napiah, M.
creators_name: Sadullah, A.F.M.
creators_name: Bala, N.
title: An overview and prediction of Malaysian road fatality: Approach using generalized estimating equations
ispublished: pub
note: cited By 1
abstract: The global effect of road traffic accident has led to numerous efforts by stakeholders to improve on road safety records at different levels. Countries set fatality reduction targets to be achieved over a certain period of time. An efficient scheme for fatality reduction comes with the need to have a fair idea of what the figures will be in the future. Fatality prediction models are used to predict the likely number of fatality over a specified time period. For the Malaysian case, several models are available including Negative Binomial Regression Models, Smeed's Law Models, and ARIMA model. In this article, Generalized Estimating Equation (GEE) is used to estimate road fatality using selected exposure variables. Population, Road Length, Vehicles involved in crashes and Mobile cell subscription per 100 people are found to be significant in predicting annual road fatality. GEE with negative binomial distribution was found to be suitable for use in short-term road fatality prediction modeling. A new exposure variable is proposed, tested and found satisfactory. The model developed was found to be reasonable when compared against similar existing models. © IAEME Publication.
date: 2017
publisher: IAEME Publication
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85036502825&partnerID=40&md5=f7ada91a21e0b9e3298614a009d4bc3c
full_text_status: none
publication: International Journal of Civil Engineering and Technology
volume: 8
number: 11
pagerange: 452-465
refereed: TRUE
issn: 09766308
citation:   Danlami, N. and Napiah, M. and Sadullah, A.F.M. and Bala, N.  (2017) An overview and prediction of Malaysian road fatality: Approach using generalized estimating equations.  International Journal of Civil Engineering and Technology, 8 (11).  pp. 452-465.  ISSN 09766308